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of 1 282
pro vyhledávání: '"Po-Heng"'
We present the Quantum Kernel-Based Long short-memory (QK-LSTM) network, which integrates quantum kernel methods into classical LSTM architectures to enhance predictive accuracy and computational efficiency in climate time-series forecasting tasks, s
Externí odkaz:
http://arxiv.org/abs/2412.08851
This paper introduces CompressedMediQ, a novel hybrid quantum-classical machine learning pipeline specifically developed to address the computational challenges associated with high-dimensional multi-class neuroimaging data analysis. Standard neuroim
Externí odkaz:
http://arxiv.org/abs/2409.08584
The escalating impacts of climate change and the increasing demand for sustainable development and natural resource management necessitate innovative technological solutions. Quantum computing (QC) has emerged as a promising tool with the potential t
Externí odkaz:
http://arxiv.org/abs/2407.16296
Autor:
Peng, Ji-Lun, Cheng, Sijia, Diau, Egil, Shih, Yung-Yu, Chen, Po-Heng, Lin, Yen-Ting, Chen, Yun-Nung
LLMs have gotten attention across various research domains due to their exceptional performance on a wide range of complex tasks. Therefore, refined methods to evaluate the capabilities of LLMs are needed to determine the tasks and responsibility the
Externí odkaz:
http://arxiv.org/abs/2406.00936
The evaluation of large language models (LLMs) has drawn substantial attention in the field recently. This work focuses on evaluating LLMs in a Chinese context, specifically, for Traditional Chinese which has been largely underrepresented in existing
Externí odkaz:
http://arxiv.org/abs/2403.20180
Autor:
Tsai, Ping-Rui, Huang, Hong-Yue, Hsieh, Jih-Kang, Cheng, Yu-Ting, Tsai, Ying-Pin, Lai, Cheng-Wei, Kao, Yu-Hsuan, Chen, Wen-Chi, Hsiao, Fu-Li, Lin, Po-Heng, Hong, Tzay-Ming
The phenomenon of floating can be fascinating in any field, with its presence seen in art, films, and scientific research. This phenomenon is a captivating and pertinent subject with practical applications, such as Penning traps for antimatter confin
Externí odkaz:
http://arxiv.org/abs/2307.00826
Autor:
Lawrence Yuk Lung Ho, Li Pan, Fei Meng, Kin Tung Michael Ho, Feiyang Liu, Ming-Tsung Wu, Hei I. Lei, Govind Bhachu, Xin Wang, Oscar Dahlsten, Yanni Sun, Po-Heng Lee, Giin Yu Amy Tan
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract Polyhydroxyalkanoates (PHAs) could be used to make sustainable, biodegradable plastics. However, the precise and accurate mechanistic modeling of PHA biosynthesis, especially medium-chain-length PHA (mcl-PHA), for yield improvement remains a
Externí odkaz:
https://doaj.org/article/e62d4402fcfb4953ab0c46428872da3d
Publikováno v:
BioResources, Vol 19, Iss 2, Pp 3857-3872 (2024)
Leucaena leucocephala, an invasive toxic tree species, has threatened the survival of native plants in the Hengchun Peninsula, southern Taiwan. Due to the small-to-medium diameter, the utilization and processing of L. leucocephala is highly restricte
Externí odkaz:
https://doaj.org/article/4bf190de9f6040af9a63214227990194
Autor:
Chu, Ting-Hung, Zeng, Wen-Qi, Cheng, Li-Wei, Braun, Jason D., Herbert, David E., Lin, Po-Heng
Publikováno v:
In Polyhedron 15 November 2024 263
Publikováno v:
In Journal of Alloys and Compounds 5 January 2025 1010